I don't know if it's the same thing that I had but :
When I bought The Apple Watch 1 year ago, I cleaned it 2 times a week : this caused me to have a small "infection" just like yours
After that, for the next 11 months, I cleaned the band and the watch almost everyday : no problem since !
Sorry for my bad english